Roman N
nhlism.bsky.social
Roman N
@nhlism.bsky.social
Senior ML at 🍎
Had fun at Alexa Prize 2017.

Interested in NLP and bounding boxes around things.
Love less attention in text and more attention in vision.

OMSCS 2025(?)
Recurve Archery and weird projects

🇨🇿
I reverse engineered the dayone2 sqlite database to access my journal entries 😬
February 7, 2025 at 8:45 PM
Other tasks planned are LLM generated summaries of months and years (tbh still squeamish about sending my entire journal data to openAI but also curious) and statistics on human mentions
February 7, 2025 at 8:44 PM
Using scores from ModernBERT tuned on sentiment analysis. It's definitely misleading because it the score is the model confidence in the class instead of magnitude of my joy but it makes pretty plots. I wonder if we can turn this into a "rate my day" regression task to give a score between 0 and 1
February 7, 2025 at 8:42 PM
They definitely captured the spirit of the book!
December 29, 2024 at 5:41 AM
Leto Artreides role in Dune 4 confirmed
December 28, 2024 at 11:07 PM
I agree that 80% correctness used to be unacceptable in software
December 11, 2024 at 12:16 AM
One highlight was losing interpretability when moving from symbolic AI to statistical models - I vaguely remember debugging a RDF based QA system and the biggest issue was almost always out of date / missing knowledge. So yeah I almost always knew what went wrong lol
December 11, 2024 at 12:14 AM
huh literally just heard of:
Spatially adaptive Computation time
Depth adaptive transformer
December 10, 2024 at 7:13 PM
point is to estimate difficulty and give model a constraint to try to fit into
December 10, 2024 at 6:04 PM
Click on notifications and then settings (cog on top right)? That being said I don't have enough followers to verify it works lol
November 19, 2024 at 11:38 PM
If it can repeatedly attend over the image tokens, yes. Maybe vision models need their “think step by step” moment
November 16, 2024 at 8:34 AM